US5612782A - Calibration method and calibration unit for calibrating a spectrometric device based upon two calibration samples - Google Patents
Calibration method and calibration unit for calibrating a spectrometric device based upon two calibration samples Download PDFInfo
- Publication number
- US5612782A US5612782A US08/345,427 US34542794A US5612782A US 5612782 A US5612782 A US 5612782A US 34542794 A US34542794 A US 34542794A US 5612782 A US5612782 A US 5612782A
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- US
- United States
- Prior art keywords
- calibration
- sample
- gauge
- response
- measured
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- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
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Classifications
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01D—MEASURING NOT SPECIALLY ADAPTED FOR A SPECIFIC VARIABLE; ARRANGEMENTS FOR MEASURING TWO OR MORE VARIABLES NOT COVERED IN A SINGLE OTHER SUBCLASS; TARIFF METERING APPARATUS; MEASURING OR TESTING NOT OTHERWISE PROVIDED FOR
- G01D18/00—Testing or calibrating apparatus or arrangements provided for in groups G01D1/00 - G01D15/00
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
- G01N21/17—Systems in which incident light is modified in accordance with the properties of the material investigated
- G01N21/25—Colour; Spectral properties, i.e. comparison of effect of material on the light at two or more different wavelengths or wavelength bands
- G01N21/27—Colour; Spectral properties, i.e. comparison of effect of material on the light at two or more different wavelengths or wavelength bands using photo-electric detection ; circuits for computing concentration
- G01N21/274—Calibration, base line adjustment, drift correction
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
- G01N21/17—Systems in which incident light is modified in accordance with the properties of the material investigated
- G01N21/55—Specular reflectivity
Definitions
- the invention relates to a calibration method especially for calibrating a reflection spectrometric gauge used for measuring the quantity of a substance, such as oil, found as a thin film-like layer on a metal surface.
- Calibration is conducted by measuring the gauge response by means of a calibration unit and a solid, stable permanent sample provided on it as a calibration sample; and a change that simulates a certain substance concentration, e.g. oil concentration, is generated by the stable permanent sample in the reflection spectrum and utilized in calibrating the gauge response electronically, by software, or in some other way.
- the invention also relates to a calibration unit especially for a reflection spectrometric gauge, comprising a support with one or several sections, a reflecting surface provided on the support, and a solid, translucent permanent sample provided on the reflecting surface.
- the present invention relates to calibration of gauges operating on a reflection measurement principle, especially to calibration of IR analyzers, such as oil film gauges.
- An oil film gauge can be used for measuring the thickness of an oil film on a metal surface, such as a steel plate. With the gauge, the thickness of an oil film is measured by bringing the optical detector of the gauge to the vicinity of the surface to be measured, whereby the optics of the detector measure the reflection spectrum of the object within a certain wavelength range.
- the operation of an oil film gauge is based on partial absorption of the radiation emitted by the gauge into the surface measured. In gauges based on absorption spectroscopy, e.g.
- measurement is conducted by determining changes in the absorption of the radiation reflected from a substance in relation to the wavelength.
- the measurement is based on reflection spectrometry, in which IR radiation emitted from the light source of the gauge passes through an oil film found e.g. on a steel plate and measures the frequency of the functional groups, such as CH 2 and CH 3 groups, of the oil film in the sample by being reflected from the reflecting surface that underlies the oil film, such as the surface of the steel plate under examination, to the detector.
- the thickness of the oil film on the surface to be measured can be determined.
- the reliability and accuracy of the measurement depend on the accuracy by which a spectral change caused by a measuring parameter, such as the thickness of an oil film, can be measured.
- the most significant factors that cause inaccuracy include changes in the intensity and radiation spectrum of the radiation source of the gauge, instability of the optical components used for separating wavelength ranges to be measured, changes in the geometry of the optics, drifting of the radiation detector components, and any changes occurring on the optical path of radiation, such as dirtying of the optics of the gauge.
- the response, i.e. sensitivity, of the gauge has to be calibrated. Calibration is necessary to correct both the drifting of the signal levels of the gauge itself and the differences between different gauges.
- the purpose of the calibration is to make sure that the slope and zero point of the response graph are correct. If linearity is supposed, the response graph is a straight line.
- an even oil film of a predetermined thickness is provided on a calibration unit, such as a sheet metal unit, and the response parameters of the gauge are adjusted by software in such a way that the gauge indicates the thickness of a known sample.
- a calibration unit such as a sheet metal unit
- the response parameters of the gauge are adjusted by software in such a way that the gauge indicates the thickness of a known sample.
- an oil sample is unstable, and slow and difficult to produce.
- the object of the present invention is to provide a new kind of calibration method and calibration unit, by which the problems of the known solutions are avoided.
- the calibration method of the present invention which is characterized in that the gauge response is calibrated by using at least two calibration samples having different absorption responses, said two calibration samples representing a first permanent calibration sample and a second calibration sample. Compensation is performed to compensate for response changes caused by differences in the roughness of the surfaces measured. During the roughness compensation, the optical response of the surface is measured, and the gauge response is corrected on the basis of the optical response of the surface to be measured and the known data on roughness dependence.
- the calibration unit of the present invention which is characterized in that it also comprises a second calibration sample, and that the absorption responses determined on the basis of the first permanent calibration sample and the second permanent calibration sample differ from each other.
- Both the calibration samples are permanent samples, but the second calibration sample, or second permanent sample, may be a bare reflecting surface.
- the calibration method and calibration unit of the present invention are advantageous in many respects.
- the invention makes it possible to take into account, in calibration, the differences in the roughness of the different surfaces to be measured.
- the roughness compensation of the surfaces to be measured can thus be calibrated in a manner that is easy to perform and improves measuring accuracy.
- the calibration method as such is new, reliable and easy to perform.
- the use of two calibration surfaces that produce a different absorption response facilitates determination of the gauge response, and one of these surfaces can also be utilized when roughness compensation is calibrated, particularly when it is normalized.
- FIG. 1 shows a calibration unit having one reflecting surface
- FIG. 2 shows a calibration unit according to an embodiment of the present invention having two reflecting surfaces
- FIG. 3 shows measuring equipment according to the present invention
- FIG. 4 shows a gauge response line
- FIG. 5 illustrates the dependence between the slope of the gauge response line and the roughness/ reflection of the surface to be measured.
- the measuring equipment as shown in FIG. 3 comprises a gauge 1, a unit 2 collecting and feeding data, and equipment 3 for presenting and modifying the data, implemented e.g. as a PC.
- Reference number 4 stands for a slushing-oil-coated steel plate, the thickness of this slushing oil layer being the object of the measurement process.
- the calibration unit comprises a support 5, a reflecting surface 6 provided on the support 5, and a translucent permanent sample film 7 provided on the reflecting surface 6.
- the support 5 may be a 5 mm-thick steel plate.
- the permanent sample film 7 is a solid, translucent, artificial permanent sample, which between the reflecting surface 6 and a protective coating 8 of the calibration unit, such as sapphire glass, generates holding power by which it fastens without clearances both to the protective coating 8 and to the reflecting surface 6.
- the gauge In calibration, the gauge is supported on a calibration unit in such a way that the IR radiation emitted by the gauge passes through the sapphire glass 8 and the permanent sample film 7, is reflected from the reflecting surface 6 again through the permanent sample film 7 and further to the detector of the gauge 1.
- the translucence of the permanent sample film 7 means that in calibration, the light emitted by the gauge, such as IR (infrared) light, passes through the permanent sample film.
- the permanent sample film 7 consists of a polymer film polymerized from a monomer. The permanent sample film 7 simulates the actual film to be measured, and so it is selected in such a way that the spectral changes caused by the sample film 7 essentially correspond to the spectral changes caused by the actual film, such as an oil film, to be measured.
- a calibration unit 21 shown in FIG. 2 comprises a support 35, a reflecting surface 36 provided on the support 35, and a translucent permanent sample film 37 provided on the reflecting surface 36; the permanent sample film being protected by a protective coating 38, such as sapphire glass.
- the calibration unit of FIG. 2 comprises a second reflecting surface 39.
- the bare reflecting surface 39 advantageously without any permanent sample film, is provided on the same support as the reflecting surface 36 coated with the permanent sample film 37.
- two reflecting surfaces with different concentrations are needed, i.e. two surfaces with different coatings; they may be in one and the same unit, as in FIG. 2, or alternatively in different units. At least one of the reflecting surfaces, here e.g.
- FIG. 2 also shows position means 40, 41, 43, 44 and 47; gauge contact means 42; and insulation 45.
- Reference number 50 indicates an imaginary position of the contact means 42 of the gauge.
- the gauge measures both surface 36 and surface 39.
- the vertical axis stands for the measuring result obtained with the gauge
- the horizontal axis stands for the measured amount of coating, such as oil.
- the horizontal axis can also be seen as indicating the oil amount simulated by calibration units.
- a change that simulates various substance concentrations, such as an oil concentration, is generated in the reflection spectrum measured by the gauge and utilized in calibrating the gauge response electronically, by software, or in some other way.
- gauge-specific calibration parameters are determined and stored, and used for correcting the gauge response in measurement.
- the calibration parameters are determined by comparing the responses measured on artificial permanent sample films, such as film 37 or 7, and the required response values stored in the memory of the gauge. These required response values have in fact been defined e.g. by the gauge manufacturer as he has calibrated the gauge, using real samples which have known substance concentrations and are of the same substance, e.g. oil, that is to be measured by the gauge in actual measurement processes.
- the manufacturer also measures the reflection characteristics of the unit that has been used as an underlayer for the oil sample, and thereby the roughness characteristics of the underlayer, preferably without an oil sample.
- This first calibration conducted by the gauge manufacturer with oil samples in a laboratory can then be stored as a response parameter corresponding to the calibration unit.
- This kind of calibration makes it possible to return real and absolutely faultless calibration data to the gauge or to transfer it to another gauge by the calibration unit and the memory of the gauge, or by means of data supplied or transferred to the gauge.
- the calibration unit also makes it possible to quickly check the gauge response before the actual measurement.
- the gauge determines the gauge response of the oil concentration of a surface (the right-hand side of the equation) in the following manner:
- f(gauge) correction factor varying with the gauge, calibrated using at least two permanent samples 37, 39, 7 having different absorption responses;
- g(roughness) correction factor caused by the roughness of the surface, determined by measuring the scattering and reflection characteristics of the surface to be measured and by comparing them with the corresponding characteristics of surface 39 (or surfaces) of the calibration unit;
- h(object measured) calibration factor varying with the object measured, dependent e.g. on the type of oil or surface.
- Function h describes different sets of curves in the graph of function g(roughness) shown in FIG. 5.
- suitable preliminary calibration i.e. function h
- suitable preliminary calibration i.e. function h
- AB(absorption) absorption function measured at the point of measurement, proportional to substance concentration.
- the gauge response is calibrated in the method by using at least two calibration samples (37, 39, 7) having different absorption responses, i.e. permanent sample 37 (first permanent sample) provided on the reflecting surface 36, and a second calibration sample 39, which advantageously is a bare reflecting surface 39 (second permanent sample).
- Roughness compensation is conducted to compensate for the response changes caused by differences in roughness on the actual surfaces measured.
- the optical response of the surface is measured.
- an optical response of at least one calibration sample 39 is also always measured.
- This calibration sample is advantageously the above-mentioned second calibration sample 39 or reflecting surface 39. Surface 39 thus operates as a reference surface.
- the optical responses measured on the surface to be measured and on the calibration surface 39 are determined on the basis of reflection or scattering.
- the optical response of the surface to be measured is measured advantageously simultaneously as the surface itself, when the thickness of the film on the surface to be measured is determined.
- the roughness compensation characteristics of the gauge can thus be calibrated using reflection measurement by defining the optical response that describes the roughness of the surface to be measured, and by modifying gauge response A (FIG. 4) by the response change obtained on the basis of the known data on response-roughness dependence (FIG. 5) stored in the gauge.
- the gauge response can be adapted to the roughness of the surface currently measured.
- This embodiment is based on the observation that the roughness of the surface to be measured affects the result obtained in measuring the thickness of an oil film, in such a way that when the surface is rough, the gauge reading showing the thickness of the oil film is too small, because oil is ⁇ hiding ⁇ in the rough surface.
- the slope k of the response line is dependent on the roughness of the surface to be measured.
- the dependence may be at least partly linear, as shown in FIG. 5.
- the vertical axis stands for the slope k of the response graph
- the horizontal axis stands for the reflection I(out) of the--advantageously cleaned--surface to be measured in relation to the reflection I(K out) of the clean reflecting surface 39 of the calibration unit.
- the vertical axis can also be seen as describing the inverse value of the above-mentioned correction factor 1/g(roughness).
- the reflection I(out) value and the value of the above-mentioned reflection relation increase as the surface becomes smoother.
- This dependence i.e. the content of FIG. 5, is stored in the memory of the gauge in table form; on account of this dependence data, any changes in the roughness of the surface to be measured can be taken into account so that the change does not produce an error in the calibration or measurement processes.
- the surface to be measured is first cleaned, if necessary, and then measured using a gauge.
- the result (optical response) obtained represents the reflectivity of the actual surface to be measured, which is dependent on the roughness of the surface.
- the gauge compares this result obtained by measuring an actual surface to the result (optical response) obtained by measuring a clean calibration surface, such as a clean reflecting surface 39, so as to normalize the measurement. Normalization is important since it prevents errors that could result from impurities in the optics and drifting of the gauge, for any impurities in the optics make the surface look rougher.
- the curves of FIG. 5 result from different oil or surface types.
- the gauge modifies the slope of the gauge response line in the above manner in accordance with the dependence table (FIG. 5) programmed in the memory of the gauge in advance, so that a relative change of response corresponds to the relative change that a relative change of roughness has been observed to cause in the extensive tests made.
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- Analytical Chemistry (AREA)
- Biochemistry (AREA)
- General Health & Medical Sciences (AREA)
- Immunology (AREA)
- Pathology (AREA)
- Engineering & Computer Science (AREA)
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- Spectroscopy & Molecular Physics (AREA)
- Investigating Or Analysing Materials By Optical Means (AREA)
- Length Measuring Devices By Optical Means (AREA)
Abstract
Description
Claims (12)
Applications Claiming Priority (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| FI935180 | 1993-11-22 | ||
| FI935180A FI935180A0 (en) | 1993-11-22 | 1993-11-22 | Construction of calibrating devices, calibration devices |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| US5612782A true US5612782A (en) | 1997-03-18 |
Family
ID=8538993
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| US08/345,427 Expired - Lifetime US5612782A (en) | 1993-11-22 | 1994-11-21 | Calibration method and calibration unit for calibrating a spectrometric device based upon two calibration samples |
Country Status (2)
| Country | Link |
|---|---|
| US (1) | US5612782A (en) |
| FI (1) | FI935180A0 (en) |
Cited By (12)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US6278519B1 (en) | 1998-01-29 | 2001-08-21 | Therma-Wave, Inc. | Apparatus for analyzing multi-layer thin film stacks on semiconductors |
| US6304326B1 (en) | 1997-07-11 | 2001-10-16 | Therma-Wave, Inc. | Thin film optical measurement system and method with calibrating ellipsometer |
| EP1227312A1 (en) * | 2001-01-25 | 2002-07-31 | ThyssenKrupp Stahl AG | Standard sample for the calibration of a spectrometric analyzer |
| US6594008B1 (en) * | 1996-10-28 | 2003-07-15 | Robert D. Herpst | Method and apparatus for the production of thin films |
| US20040124957A1 (en) * | 2002-12-26 | 2004-07-01 | Manes Eliacin | Meso-microelectromechanical system package |
| US20040169857A1 (en) * | 2002-11-26 | 2004-09-02 | Acosta George M. | Spectroscopic system and method using a ceramic optical reference |
| US20060164103A1 (en) * | 2002-07-10 | 2006-07-27 | Davies Mark I | Gauge calibration |
| US20080088032A1 (en) * | 2001-10-26 | 2008-04-17 | Staktek Group L.P. | Stacked Modules and Method |
| WO2008083658A3 (en) * | 2007-01-09 | 2008-09-18 | Wolfgang Weinhold | Method and apparatus for the examination of an object |
| US20100153048A1 (en) * | 2007-02-28 | 2010-06-17 | Myrick Michael L | Design of multivariate optical elements for nonlinear calibration |
| US10379036B2 (en) * | 2014-02-19 | 2019-08-13 | Halliburton Energy Services, Inc. | Integrated computational element designed for multi-characteristic detection |
| US10987459B2 (en) * | 2017-02-16 | 2021-04-27 | Fresenius Medical Care Deutschland Gmbh | Method and system for the calibration of devices for identifying blood or blood constituents in a fluid |
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| US3832070A (en) * | 1973-04-27 | 1974-08-27 | Cosar Corp | Calibration system for reflection densitometers |
| US4029419A (en) * | 1975-10-10 | 1977-06-14 | International Business Machines Corporation | Textile color analyzer calibration |
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| US4566798A (en) * | 1983-11-10 | 1986-01-28 | Eastman Kodak Company | Method for calibrating a reflectometer containing black and white references displaced from the sample position |
| EP0250959A2 (en) * | 1986-06-23 | 1988-01-07 | Miles Inc. | Method of calibrating reflectance measuring devices |
| US4803374A (en) * | 1985-12-05 | 1989-02-07 | Centre De Recherches Metallurgiques-Centrum Voor Research In De Metallurgie | Continuous measurement of the surface roughness of a cold-rolled product |
| JPH0526625A (en) * | 1991-07-18 | 1993-02-02 | Kawasaki Steel Corp | Method and apparatus for measuring oil amount |
| US5252038A (en) * | 1991-07-03 | 1993-10-12 | Matsushita Electric Industrial Co., Ltd. | Hermetic motor-driven compressor |
-
1993
- 1993-11-22 FI FI935180A patent/FI935180A0/en not_active Application Discontinuation
-
1994
- 1994-11-21 US US08/345,427 patent/US5612782A/en not_active Expired - Lifetime
Patent Citations (10)
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| US3832070A (en) * | 1973-04-27 | 1974-08-27 | Cosar Corp | Calibration system for reflection densitometers |
| US4029419A (en) * | 1975-10-10 | 1977-06-14 | International Business Machines Corporation | Textile color analyzer calibration |
| EP0098075A1 (en) * | 1982-06-18 | 1984-01-11 | Infrared Engineering Limited | Calibration standard for infrared absorption gauge |
| GB2122768A (en) * | 1982-06-18 | 1984-01-18 | Infrared Eng | Calibration standard for infrared absorption gauge |
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| US4566798A (en) * | 1983-11-10 | 1986-01-28 | Eastman Kodak Company | Method for calibrating a reflectometer containing black and white references displaced from the sample position |
| US4803374A (en) * | 1985-12-05 | 1989-02-07 | Centre De Recherches Metallurgiques-Centrum Voor Research In De Metallurgie | Continuous measurement of the surface roughness of a cold-rolled product |
| EP0250959A2 (en) * | 1986-06-23 | 1988-01-07 | Miles Inc. | Method of calibrating reflectance measuring devices |
| US5252038A (en) * | 1991-07-03 | 1993-10-12 | Matsushita Electric Industrial Co., Ltd. | Hermetic motor-driven compressor |
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Cited By (30)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US6594008B1 (en) * | 1996-10-28 | 2003-07-15 | Robert D. Herpst | Method and apparatus for the production of thin films |
| US6934025B2 (en) | 1997-07-11 | 2005-08-23 | Therma-Wave, Inc. | Thin film optical measurement system and method with calibrating ellipsometer |
| US6304326B1 (en) | 1997-07-11 | 2001-10-16 | Therma-Wave, Inc. | Thin film optical measurement system and method with calibrating ellipsometer |
| US6411385B2 (en) | 1997-07-11 | 2002-06-25 | Therma-Wave, Inc. | Thin film optical measurement system and method with calibrating ellipsometer |
| US20040207845A1 (en) * | 1997-07-11 | 2004-10-21 | Jon Opsal | Thin film optical measurement system and method with calibrating ellipsometer |
| US6753962B2 (en) | 1997-07-11 | 2004-06-22 | Therma-Wave, Inc. | Thin film optical measurement system and method with calibrating ellipsometer |
| US6515746B2 (en) | 1997-07-11 | 2003-02-04 | Therma-Wave, Inc. | Thin film optical measurement system and method with calibrating ellipsometer |
| US20040218180A1 (en) * | 1998-01-29 | 2004-11-04 | Allan Rosencwaig | Thin film optical measurement system and method with calibrating ellipsometer |
| US6567213B2 (en) | 1998-01-29 | 2003-05-20 | Therma-Wave, Inc. | Apparatus for analyzing multi-layer thin film stacks on semiconductors |
| US6774997B2 (en) | 1998-01-29 | 2004-08-10 | Therma-Wave, Inc. | Apparatus for analyzing multi-layer thin film stacks on semiconductors |
| US6417921B2 (en) | 1998-01-29 | 2002-07-09 | Therma-Wave, Inc. | Apparatus for analyzing multi-layer thin film stacks on semiconductors |
| US6278519B1 (en) | 1998-01-29 | 2001-08-21 | Therma-Wave, Inc. | Apparatus for analyzing multi-layer thin film stacks on semiconductors |
| US6922244B2 (en) | 1998-01-29 | 2005-07-26 | Therma-Wave, Inc. | Thin film optical measurement system and method with calibrating ellipsometer |
| US6297880B1 (en) | 1998-01-29 | 2001-10-02 | Therma-Wave, Inc. | Apparatus for analyzing multi-layer thin film stacks on semiconductors |
| EP1227312A1 (en) * | 2001-01-25 | 2002-07-31 | ThyssenKrupp Stahl AG | Standard sample for the calibration of a spectrometric analyzer |
| US20080088032A1 (en) * | 2001-10-26 | 2008-04-17 | Staktek Group L.P. | Stacked Modules and Method |
| US7112972B2 (en) * | 2002-07-10 | 2006-09-26 | Crown Packaging Technology, Inc. | Gauge calibration |
| US20060164103A1 (en) * | 2002-07-10 | 2006-07-27 | Davies Mark I | Gauge calibration |
| US6956649B2 (en) * | 2002-11-26 | 2005-10-18 | Sensys Medical, Inc. | Spectroscopic system and method using a ceramic optical reference |
| WO2004051320A3 (en) * | 2002-11-26 | 2004-11-11 | Sensys Medical Inc | Spectroscopic system and method using a ceramic optical reference |
| US20040169857A1 (en) * | 2002-11-26 | 2004-09-02 | Acosta George M. | Spectroscopic system and method using a ceramic optical reference |
| US20040124957A1 (en) * | 2002-12-26 | 2004-07-01 | Manes Eliacin | Meso-microelectromechanical system package |
| WO2008083658A3 (en) * | 2007-01-09 | 2008-09-18 | Wolfgang Weinhold | Method and apparatus for the examination of an object |
| US20100033715A1 (en) * | 2007-01-09 | 2010-02-11 | Wolfgang Weinhold | Method and Apparatus for the Examination of An Object |
| CN101617213B (en) * | 2007-01-09 | 2012-12-19 | 沃尔夫冈·温霍尔德 | Method and device for object inspection |
| US9322644B2 (en) | 2007-01-09 | 2016-04-26 | Wolfgang Weinhold | Method and apparatus for the examination of an object |
| US20100153048A1 (en) * | 2007-02-28 | 2010-06-17 | Myrick Michael L | Design of multivariate optical elements for nonlinear calibration |
| US8352205B2 (en) * | 2007-02-28 | 2013-01-08 | Halliburton Energy Services, Inc. | Multivariate optical elements for nonlinear calibration |
| US10379036B2 (en) * | 2014-02-19 | 2019-08-13 | Halliburton Energy Services, Inc. | Integrated computational element designed for multi-characteristic detection |
| US10987459B2 (en) * | 2017-02-16 | 2021-04-27 | Fresenius Medical Care Deutschland Gmbh | Method and system for the calibration of devices for identifying blood or blood constituents in a fluid |
Also Published As
| Publication number | Publication date |
|---|---|
| FI935180A0 (en) | 1993-11-22 |
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